JOURNAL / DATA + CAREER
Ideas, guides & practical career notes
Practical notes on Data Analytics, interviews, career growth and building a smarter way of working.
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The AI-Assisted Analyst Starter System: 30 Minutes to Set Up Your Workflow
You do not need a complicated AI stack to start working differently. You need a small system you will actually reuse. Minute 0–5: List…
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How Data Analysts Can Use AI Without Losing Their SQL Skills
There is a reasonable concern behind the question: if AI writes SQL for you every day, will your SQL skills disappear? The answer depends…
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A Data Analyst’s AI Quality-Control Checklist
AI makes first drafts cheaper. That makes quality control more important, not less. Use this short checklist before you ship AI-assisted analytical work. Logic…
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Why Prompt Libraries Are Not Enough for Data Analysts
A folder containing 200 AI prompts can look productive. It can also become a digital junk drawer. The more useful asset for a data…
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What to Learn Before You Rely on AI as a Data Analyst
You do not need to know every SQL trick before using AI. But you need enough fundamentals to notice when AI is confidently wrong.…
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How to Build a Repeatable AI Workflow for SQL, Python and Data Analysis
If every AI-assisted analysis starts with a blank chat window, you do not have a workflow yet. You have a habit. A repeatable workflow…
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7 Checks to Run Before You Trust AI-Generated Analysis
AI can produce an answer that looks analytical, uses the right terminology, and is completely wrong for your dataset. Before accepting AI-generated SQL, Python…
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AI-Assisted Analyst vs. AI Prompting: What Actually Changes in Your Workflow?
There is a difference between using AI occasionally and building an AI-assisted way of working. The first is usually: open a chatbot, write a…
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My First Ebook Is Live: Why I Built an AI-Assisted Analyst System
There is a particular kind of satisfying moment when a document that started as a pile of notes becomes an actual book. My first…
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14-Day Data Analyst Interview Practice Plan: Retrieval, Mocks & Weakness Repair
A focused 14-day data analyst interview preparation plan covering SQL, Python, BI, analytics cases, behavioral stories, and project discussion.
Looking for structured interview preparation? Explore the free resources →